Results 1 to 10 of about 303,309 (299)

Anomaly-Based Intrusion Detection System To Detect Advanced Persistent Threats: Environmental Sustainability [PDF]

E3S Web of Conferences, 2023
In an evolving digital world, Advanced Persistent Threats (APTs) pose severe cybersecurity challenges. These extended, stealthy cyber-attacks, often elude conventional Intrusion Detection Systems (IDS). To bridge this gap, our research introduces a novel,
Oughannou Zahra, El Rhadiouini Zakaria, Chaoui Habiba, Bourekkadi Salmane   +3 more
doaj   +1 more source

Development of a low-NOx hydrogen burner using high pressure injection nozzles

Mechanical Engineering Journal, 2022
To achieve the global goal of decarbonization, use of hydrogen in place of fossil fuels is expected to increase worldwide. In this study, to establish a hydrogen combustion technology of boilers for a safe, low NOx and low cost, a combustion test of a ...
Yohei TAKASHIMA, Toshikazu TSUMURA, Kazuhiro ISHII, Yutaka KABUKI, Tomiaki KOZUMA, Yuzo TAGUCHI   +5 more
doaj   +1 more source

Introducing DeReKoGram: A Novel Frequency Dataset with Lemma and Part-of-Speech Information for German

Data, 2023
We introduce DeReKoGram, a novel frequency dataset containing lemma and part-of-speech (POS) information for 1-, 2-, and 3-grams from the German Reference Corpus.
Sascha Wolfer, Alexander Koplenig, Marc Kupietz, Carolin Müller-Spitzer   +3 more
doaj   +1 more source

Real-time estimation of the remaining surgery duration for cataract surgery using deep convolutional neural networks and long short-term memory

BMC Medical Informatics and Decision Making, 2023
Purpose Estimating the surgery length has the potential to be utilized as skill assessment, surgical training, or efficient surgical facility utilization especially if it is done in real-time as a remaining surgery duration (RSD).
Bowen Wang, Liangzhi Li, Yuta Nakashima, Ryo Kawasaki, Hajime Nagahara   +4 more
doaj   +1 more source

Tracking the acceptance of neologisms in German: Psycholinguistic factors and their correspondence with corpus-linguistic findings

Humanities & Social Sciences Communications, 2023
Neologisms, i.e., new words or meanings, are finding their way into everyday language use all the time. In the process, already existing elements of a language are recombined or linguistic material from other languages is borrowed.
Sascha Wolfer, Annette Klosa-Kückelhaus
doaj   +1 more source

Noisy-LSTM: Improving Temporal Awareness for Video Semantic Segmentation

IEEE Access, 2021
Semantic video segmentation is a key challenge for various applications. This paper presents a new model named Noisy-LSTM, which is trainable in an end-to-end manner, with convolutional LSTMs (ConvLSTMs) to leverage the temporal coherence in video frames,
Bowen Wang, Liangzhi Li, Yuta Nakashima, Ryo Kawasaki, Hajime Nagahara, Yasushi Yagi   +5 more
doaj   +1 more source

Languages with more speakers tend to be harder to (machine-)learn

Scientific Reports, 2023
Computational language models (LMs), most notably exemplified by the widespread success of OpenAI's ChatGPT chatbot, show impressive performance on a wide range of linguistic tasks, thus providing cognitive science and linguistics with a computational ...
Alexander Koplenig, Sascha Wolfer
doaj   +1 more source

A Framework for implementing an ML or DL model to improve Intrusion Detection Systems (IDS) in the NTMA context, with an example on the dataset (CSE-CIC-IDS2018) [PDF]

ITM Web of Conferences, 2022
The objective of this work is to present a framework to be followed to model, test, validate and implement a DL model for anomaly, abuse, malware or botnet detection, with the aim of implementing or improving an Intrusion Detection System (IDS) within ...
Azeroual Hakim, Belghiti Imane Daha, Berbiche Naoual   +2 more
doaj   +1 more source

Behaviour change communication for child feeding in social assistance: A scoping review and expert consultation

Maternal and Child Nutrition, 2022
To increase the effectiveness of social assistance on child nutrition, programmes are increasingly combined with behaviour change communication for improved infant and young child feeding (BCC for IYCF).
Inka Barnett, Jessica Meeker, Keetie Roelen, Nick Nisbett   +3 more
doaj   +1 more source

A large quantitative analysis of written language challenges the idea that all languages are equally complex

Scientific Reports, 2023
One of the fundamental questions about human language is whether all languages are equally complex. Here, we approach this question from an information-theoretic perspective.
Alexander Koplenig, Sascha Wolfer, Peter Meyer   +2 more
doaj   +1 more source